589 results on '"high content screening"'
Search Results
2. Decoding phenotypic screening: A comparative analysis of image representations
- Author
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Borowa, Adriana, Rymarczyk, Dawid, Żyła, Marek, Kańduła, Maciej, Sánchez-Fernández, Ana, Rataj, Krzysztof, Struski, Łukasz, Tabor, Jacek, and Zieliński, Bartosz
- Published
- 2024
- Full Text
- View/download PDF
3. The development of a novel high-throughput membrane potential assay and a solid-supported membrane (SSM)-based electrophysiological assay to study the pharmacological inhibition of GLUT9/SLC2A9 isoforms in a drug discovery program
- Author
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Antje Pommereau, Francesca Sassone, Alessandro Poli, Marcella De Silvestris, Lia Scarabottolo, Yasmin Zuschlag, Thomas Licher, and Felix Bärenz
- Subjects
Drug discovery ,GLUT9 ,glucose transporter-9 ,urate transporter ,high content screening ,drug discovery ,Medicine (General) ,R5-920 ,Biotechnology ,TP248.13-248.65 - Abstract
GLUT9/SLC2A9 is a urate transporter and takes a fundamental role in the maintenance of normal serum urate levels. GLUT9 is the sole transporter of reabsorbed urate from renal epithelial cells to blood, thus making it an ideal pharmacological target for the development of urate-lowering drugs. None of the three currently available assays for studying GLUT9 pharmacological inhibition can support a high throughput drug discovery screening campaign. In this manuscript we present two novel assay technologies which can be used in a drug discovery screening cascade for GLUT9: a GLUT9 membrane potential assay for primary screening; and a solid-supported membrane (SSM)-based supported electrophysiological assay for secondary screening.
- Published
- 2024
- Full Text
- View/download PDF
4. 阿斯巴甜和糖精的基因毒性体外测试研究.
- Author
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高鹏霞, 赵晓童, 李 治, 马 波, 王朝霞, 王莉莉, 徐 华, 陈爱兵, and 谢剑炜
- Abstract
Copyright of Journal of Food Safety & Quality is the property of Journal of Food Safety & Quality Editorial Department and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2024
- Full Text
- View/download PDF
5. Trans-channel fluorescence learning improves high-content screening for Alzheimer's disease therapeutics.
- Author
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Wong, Daniel R, Conrad, Jay, Johnson, Noah, Ayers, Jacob, Laeremans, Annelies, Lee, Joanne C, Lee, Jisoo, Prusiner, Stanley B, Bandyopadhyay, Sourav, Butte, Atul J, Paras, Nick A, and Keiser, Michael J
- Subjects
Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD) ,Acquired Cognitive Impairment ,Bioengineering ,Brain Disorders ,Alzheimer's Disease ,Dementia ,Aging ,Neurosciences ,Neurodegenerative ,machine learning ,deep learning ,high content screening ,computer vision ,Alzheimer’s ,tau ,drug discovery ,phenotype ,fluorescence ,microscopy - Abstract
In microscopy-based drug screens, fluorescent markers carry critical information on how compounds affect different biological processes. However, practical considerations, such as the labor and preparation formats needed to produce different image channels, hinders the use of certain fluorescent markers. Consequently, completed screens may lack biologically informative but experimentally impractical markers. Here, we present a deep learning method for overcoming these limitations. We accurately generated predicted fluorescent signals from other related markers and validated this new machine learning (ML) method on two biologically distinct datasets. We used the ML method to improve the selection of biologically active compounds for Alzheimer's disease (AD) from a completed high-content high-throughput screen (HCS) that had only contained the original markers. The ML method identified novel compounds that effectively blocked tau aggregation, which had been missed by traditional screening approaches unguided by ML. The method improved triaging efficiency of compound rankings over conventional rankings by raw image channels. We reproduced this ML pipeline on a biologically independent cancer-based dataset, demonstrating its generalizability. The approach is disease-agnostic and applicable across diverse fluorescence microscopy datasets.
- Published
- 2022
6. Cardioprotective effects of arjunolic acid in LPS-stimulated H9C2 and C2C12 myotubes via the MyD88-dependent TLR4 signaling pathway
- Author
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Md Mahmudul Hasan, Priya Madhavan, Nur Adelina Ahmad Noruddin, Wai Kwan Lau, Qamar Uddin Ahmed, Aditya Arya, and Zainul Amiruddin Zakaria
- Subjects
H9C2 myotube ,C2C12 myotube ,skeletal muscle cell ,cardiovascular disease ,high content screening ,MyD88 ,Therapeutics. Pharmacology ,RM1-950 - Abstract
AbstractContext Arjunolic acid (AA) is a triterpenoid saponin found in Terminalia arjuna (Roxb.) Wight & Arn. (Combretaceae). It exerts cardiovascular protective effects as a phytomedicine. However, it is unclear how AA exerts the effects at the molecular level.Objective This study investigates the cardioprotective effects of arjunolic acid (AA) via MyD88-dependant TLR4 downstream signaling marker expression.Materials and methods The MTT viability assay was used to assess the cytotoxicity of AA. LPS induced in vitro cardiovascular disease model was developed in H9C2 and C2C12 myotubes. The treatment groups were designed such as control (untreated), LPS control, positive control (LPS + pyrrolidine dithiocarbamate (PDTC)-25 µM), and treatment groups were co-treated with LPS and three concentrations of AA (50, 75, and 100 µM) for 24 h. The changes in the expression of TLR4 downstream signaling markers were evaluated through High Content Screening (HCS) and Western Blot (WB) analysis.Results After 24 h of co-treatment, the expression of TLR4, MyD88, MAPK, JNK, and NF-κB markers were upregulated significantly (2-6 times) in the LPS-treated groups compared to the untreated control in both HCS and WB experiments. Evidently, the HCS analysis revealed that MyD88, NF-κB, p38, and JNK were significantly downregulated in the H9C2 myotube in the AA treated groups. In HCS, the expression of NF-κB was downregulated in C2C12. Additionally, TLR4 expression was downregulated in both H9C2 and C2C12 myotubes in the WB experiment.Discussion and conclusions TLR4 marker expression in H9C2 and C2C12 myotubes was subsequently decreased by AA treatment, suggesting possible cardioprotective effects of AA.
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- 2023
- Full Text
- View/download PDF
7. Effects of MAP4K inhibition on neurite outgrowth
- Author
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Di Ja Lasham, Reza K. Arta, Abdul Fuad Hadi, Jun Egawa, Vance P. Lemmon, Toshiyuki Takasugi, Michihiro Igarashi, and Toshiyuki Someya
- Subjects
Mitogen-activated protein kinase kinase kinase kinases (MAP4Ks) ,High content screening ,Neurite growth ,Synaptogenesis ,Psychiatric disorders ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Protein kinases are responsible for protein phosphorylation and are involved in important intracellular signal transduction pathways in various cells, including neurons; however, a considerable number of poorly characterized kinases may be involved in neuronal development. Here, we considered mitogen-activated protein kinase kinase kinase kinases (MAP4Ks), related to as candidate regulators of neurite outgrowth and synaptogenesis, by examining the effects of a selective MAP4K inhibitor PF06260933. PF06260933 treatments of the cultured neurons reduced neurite lengths, not the number of synapses, and phosphorylation of GAP43 and JNK, relative to the control. These results suggest that MAP4Ks are physiologically involved in normal neuronal development and that the resultant impaired neurite outgrowth by diminished MAP4Ks’ activity, is related to psychiatric disorders.
- Published
- 2023
- Full Text
- View/download PDF
8. Functional annotation map of natural compounds in traditional Chinese medicines library: TCMs with myocardial protection as a case
- Author
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Xudong Xing, Mengru Sun, Zifan Guo, Yongjuan Zhao, Yuru Cai, Ping Zhou, Huiying Wang, Wen Gao, Ping Li, and Hua Yang
- Subjects
Knowledge discovery ,Metabolomics ,High content screening ,Cell phenotype ,Ginseng ,Ginsenosides ,Therapeutics. Pharmacology ,RM1-950 - Abstract
The chemical complexity of traditional Chinese medicines (TCMs) makes the active and functional annotation of natural compounds challenging. Herein, we developed the TCMs-Compounds Functional Annotation platform (TCMs-CFA) for large-scale predicting active compounds with potential mechanisms from TCM complex system, without isolating and activity testing every single compound one by one. The platform was established based on the integration of TCMs knowledge base, chemome profiling, and high-content imaging. It mainly included: (1) selection of herbal drugs of target based on TCMs knowledge base; (2) chemome profiling of TCMs extract library by LC‒MS; (3) cytological profiling of TCMs extract library by high-content cell-based imaging; (4) active compounds discovery by combining each mass signal and multi-parametric cell phenotypes; (5) construction of functional annotation map for predicting the potential mechanisms of lead compounds. In this stud TCMs with myocardial protection were applied as a case study, and validated for the feasibility and utility of the platform. Seven frequently used herbal drugs (Ginseng, etc.) were screened from 100,000 TCMs formulas for myocardial protection and subsequently prepared as a library of 700 extracts. By using TCMs-CFA platform, 81 lead compounds, including 10 novel bioactive ones, were quickly identified by correlating 8089 mass signals with 170,100 cytological parameters from an extract library. The TCMs-CFA platform described a new evidence-led tool for the rapid discovery process by data mining strategies, which is valuable for novel lead compounds from TCMs. All computations are done through Python and are publicly available on GitHub.
- Published
- 2023
- Full Text
- View/download PDF
9. Live cell painting: New nontoxic dye to probe cell physiology in high content screening
- Author
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Martin Cottet, Yuniel Fernandez Marrero, Simon Mathien, Karine Audette, Raphaelle Lambert, Eric Bonneil, Kenneth Chng, Alex Campos, and David W. Andrews
- Subjects
Live cell painting ,High content screening ,ChromaLive ,Live cell imaging ,Phenotypic screen ,Automation ,Medicine (General) ,R5-920 ,Biotechnology ,TP248.13-248.65 - Abstract
High-content imaging approaches, in combination with the use of perturbing agents such as small molecules or CRISPR-driven gene editing, have widely contributed to the identification of new therapeutic compounds. Thanks to recent advances in image-analysis methods, the use of high-content screens is increasingly gaining popularity and thus accelerating the discovery of new therapeutics. However, due to the lack of fully biocompatible fluorescent markers, large-scale high-content screens are mostly performed on fixed cells, which complicates the monitoring of changes in cell physiology over time.Here we present a novel fluorescent nontoxic dye that displays intensity and staining pattern changes in response to different physiological states. With multiparametric image analysis, these unique properties allow not only for the detection of distinct phenotypic fingerprints, but also for the quantification of more traditional disease-relevant phenotypes such as apoptosis, autophagy, ER stress and more. Since the dye only gets fluorescent when incorporated into cellular membranes, it is typically used without washing steps, therefore making it ideal to include in automation workflows. In this work, we present relevant data on its biocompatibility and its potential to quantitatively assess subtle cellular phenotypes. Applications such as live kinetic imaging, and live image-based morphological profiling are also discussed. The rich information this fluorescent probe provides facilitates unbiased quantitative phenotypic analysis at larger scale, and ultimately paves the way for more discoveries of new therapeutic agents.
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- 2024
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- View/download PDF
10. Establishment of a high-content imaging assay for tau aggregation in hiPSC-derived neurons differentiated from two protocols to routinely evaluate compounds and genetic perturbations
- Author
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Lamiaa Bahnassawy, Nathalie Nicolaisen, Christopher Untucht, Benjamin Mielich-Süss, Lydia Reinhardt, Janina S. Ried, Martina P. Morawe, Daniela Geist, Anja Finck, Elke Käfer, Jürgen Korffmann, Matthew Townsend, Brinda Ravikumar, Viktor Lakics, Miroslav Cik, and Peter Reinhardt
- Subjects
Neurodegenerative diseases ,In vitro screening ,Human pluripotent stem cells ,High content screening ,Small molecule screening ,Gene knockdown screening ,Medicine (General) ,R5-920 ,Biotechnology ,TP248.13-248.65 - Abstract
Aberrant protein aggregation is a pathological cellular hallmark of many neurodegenerative diseases, such as Alzheimer's disease (AD) and frontotemporal dementia (FTD), where the tau protein is aggregating, forming neurofibrillary tangles (NFTs), and propagating from neuron to neuron. These processes have been linked to disease progression and a decline in cognitive function. Various therapeutic approaches aim at the prevention or reduction of tau aggregates in neurons. Human induced pluripotent stem cells (hiPSCs) are a very valuable tool in neuroscience discovery, as they offer access to potentially unlimited amounts of cell types that are affected in disease, including cortical neurons, for in vitro studies. We have generated an in vitro model for tau aggregation that uses hiPSC – derived neurons expressing an aggregation prone, fluorescently tagged version of the human tau protein after lentiviral transduction. Upon addition of tau seeds in the form of recombinant sonicated paired helical filaments (sPHFs), the neurons show robust, disease-like aggregation of the tau protein. The model was developed as a plate-based high content screening assay coupled with an image analysis algorithm to evaluate the impact of small molecules or genetic perturbations on tau. We show that the assay can be used to evaluate small molecules or screen targeted compound libraries. Using siRNA-based gene knockdown, genes of interest can be evaluated, and we could show that a targeted gene library can be screened, by screening nearly 100 deubiquitinating enzymes (DUBs) in that assay. The assay uses an imaging-based readout, a relatively short timeline, quantifies the extent of tau aggregation, and also allows the assessment of cell viability. Furthermore, it can be easily adapted to different hiPSC lines or neuronal subtypes. Taken together, this complex and highly relevant approach can be routinely applied on a weekly basis in the screening funnels of several projects and generates data with a turnaround time of approximately five weeks.
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- 2024
- Full Text
- View/download PDF
11. Development of a cancer metastasis-on-chip assay for high throughput drug screening.
- Author
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Ozer, Lutfiye Yildiz, Fayed, Hend Salah, Ericsson, Johan, and Al Haj Zen, Ayman
- Subjects
HIGH throughput screening (Drug development) ,TRIPLE-negative breast cancer ,CARCINOGENESIS ,DRUG discovery ,CELL migration ,NILOTINIB - Abstract
Metastasis is the cause of most triple-negative breast cancer deaths, yet antimetastatic therapeutics remain limited. To develop new therapeutics to prevent metastasis, pathophysiologically relevant assays that recapitulate tumor microenvironment is essential for disease modeling and drug discovery. Here, we have developed a microfluidicmetastasis-on-chip assay of the early stages of cancer metastasis integrated with the triple-negative breast cancer cell line (MDAMB-231), stromal fibroblasts and a perfused microvessel. High-content imaging with automated quantification methods was optimized to assess the tumor cell invasion and intravasation within the model. Cell invasion and intravasation were enhanced when fibroblasts co-cultured with a breast cancer cell line (MDA-MB-231). However, the non-invasive breast cancer cell line, MCF7, remained noninvasive in ourmodel, even in the presence of fibroblasts. High-content screening of a targeted anti-cancer therapy drug library was conducted to evaluate the drug response sensitivity of the optimizedmodel. Through this screening, we identified 30 compounds that reduced the tumor intravasation by 60% compared to controls. Multi-parametric phenotypic analysis was applied by combining the data from themetastasis-on-chip, cell proliferation and 2D cell migration screens, revealing that the drug library was clustered into eight distinct groups with similar drug responses. Notably, MEK inhibitors were enriched in cluster cell invasion and intravasation. In contrast, drugs with molecular targets: ABL, KIT, PDGF, SRC, and VEGFR were enriched in the drug clusters showing a strong effect on tumor cell intravasation with less impact on cell invasion or cell proliferation, of which, Imatinib, a multi-kinase inhibitor targeting BCR-ABL/PDGFR/KIT. Further experimental analysis showed that Imatinib enhanced endothelial barrier stability as measured by trans-endothelial electrical resistance and significantly reduced the trans-endothelial invasion activity of tumor cells. Our findings demonstrate the potential of our metastasis-on-chip assay as a powerful tool for studying cancer metastasis biology, drug discovery aims, and assessing drug responses, offering prospects for personalized anti-metastatic therapies for triplenegative breast cancer patients. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
12. Cardioprotective effects of arjunolic acid in LPS-stimulated H9C2 and C2C12 myotubes via the MyD88-dependent TLR4 signaling pathway.
- Author
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Hasan, Md Mahmudul, Madhavan, Priya, Ahmad Noruddin, Nur Adelina, Lau, Wai Kwan, Ahmed, Qamar Uddin, Arya, Aditya, and Zakaria, Zainul Amiruddin
- Subjects
TOLL-like receptors ,CELLULAR signal transduction ,TERMINALIA arjuna ,TRITERPENOIDS ,CYTOTOXINS ,MEDICAL screening ,SAPONINS ,LIPOPOLYSACCHARIDES - Abstract
Arjunolic acid (AA) is a triterpenoid saponin found in Terminalia arjuna (Roxb.) Wight & Arn. (Combretaceae). It exerts cardiovascular protective effects as a phytomedicine. However, it is unclear how AA exerts the effects at the molecular level. This study investigates the cardioprotective effects of arjunolic acid (AA) via MyD88-dependant TLR4 downstream signaling marker expression. The MTT viability assay was used to assess the cytotoxicity of AA. LPS induced in vitro cardiovascular disease model was developed in H9C2 and C2C12 myotubes. The treatment groups were designed such as control (untreated), LPS control, positive control (LPS + pyrrolidine dithiocarbamate (PDTC)-25 µM), and treatment groups were co-treated with LPS and three concentrations of AA (50, 75, and 100 µM) for 24 h. The changes in the expression of TLR4 downstream signaling markers were evaluated through High Content Screening (HCS) and Western Blot (WB) analysis. After 24 h of co-treatment, the expression of TLR4, MyD88, MAPK, JNK, and NF-κB markers were upregulated significantly (2-6 times) in the LPS-treated groups compared to the untreated control in both HCS and WB experiments. Evidently, the HCS analysis revealed that MyD88, NF-κB, p38, and JNK were significantly downregulated in the H9C2 myotube in the AA treated groups. In HCS, the expression of NF-κB was downregulated in C2C12. Additionally, TLR4 expression was downregulated in both H9C2 and C2C12 myotubes in the WB experiment. TLR4 marker expression in H9C2 and C2C12 myotubes was subsequently decreased by AA treatment, suggesting possible cardioprotective effects of AA. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
13. Effects of MAP4K inhibition on neurite outgrowth.
- Author
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Lasham, Di Ja, Arta, Reza K., Hadi, Abdul Fuad, Egawa, Jun, Lemmon, Vance P., Takasugi, Toshiyuki, Igarashi, Michihiro, and Someya, Toshiyuki
- Subjects
MITOGEN-activated protein kinases ,PROTEIN kinases ,KINASES ,CHONDROITIN sulfate proteoglycan ,MENTAL illness - Abstract
Protein kinases are responsible for protein phosphorylation and are involved in important intracellular signal transduction pathways in various cells, including neurons; however, a considerable number of poorly characterized kinases may be involved in neuronal development. Here, we considered mitogen-activated protein kinase kinase kinase kinases (MAP4Ks), related to as candidate regulators of neurite outgrowth and synaptogenesis, by examining the effects of a selective MAP4K inhibitor PF06260933. PF06260933 treatments of the cultured neurons reduced neurite lengths, not the number of synapses, and phosphorylation of GAP43 and JNK, relative to the control. These results suggest that MAP4Ks are physiologically involved in normal neuronal development and that the resultant impaired neurite outgrowth by diminished MAP4Ks' activity, is related to psychiatric disorders. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
14. Development of a cancer metastasis-on-chip assay for high throughput drug screening
- Author
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Lutfiye Yildiz Ozer, Hend Salah Fayed, Johan Ericsson, and Ayman Al Haj Zen
- Subjects
cancer metastasis ,intravasation ,organ-on-a chip ,high content screening ,targeted anti-cancer therapy ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Metastasis is the cause of most triple-negative breast cancer deaths, yet anti-metastatic therapeutics remain limited. To develop new therapeutics to prevent metastasis, pathophysiologically relevant assays that recapitulate tumor microenvironment is essential for disease modeling and drug discovery. Here, we have developed a microfluidic metastasis-on-chip assay of the early stages of cancer metastasis integrated with the triple-negative breast cancer cell line (MDA-MB-231), stromal fibroblasts and a perfused microvessel. High-content imaging with automated quantification methods was optimized to assess the tumor cell invasion and intravasation within the model. Cell invasion and intravasation were enhanced when fibroblasts co-cultured with a breast cancer cell line (MDA-MB-231). However, the non-invasive breast cancer cell line, MCF7, remained non-invasive in our model, even in the presence of fibroblasts. High-content screening of a targeted anti-cancer therapy drug library was conducted to evaluate the drug response sensitivity of the optimized model. Through this screening, we identified 30 compounds that reduced the tumor intravasation by 60% compared to controls. Multi-parametric phenotypic analysis was applied by combining the data from the metastasis-on-chip, cell proliferation and 2D cell migration screens, revealing that the drug library was clustered into eight distinct groups with similar drug responses. Notably, MEK inhibitors were enriched in cluster cell invasion and intravasation. In contrast, drugs with molecular targets: ABL, KIT, PDGF, SRC, and VEGFR were enriched in the drug clusters showing a strong effect on tumor cell intravasation with less impact on cell invasion or cell proliferation, of which, Imatinib, a multi-kinase inhibitor targeting BCR-ABL/PDGFR/KIT. Further experimental analysis showed that Imatinib enhanced endothelial barrier stability as measured by trans-endothelial electrical resistance and significantly reduced the trans-endothelial invasion activity of tumor cells. Our findings demonstrate the potential of our metastasis-on-chip assay as a powerful tool for studying cancer metastasis biology, drug discovery aims, and assessing drug responses, offering prospects for personalized anti-metastatic therapies for triple-negative breast cancer patients.
- Published
- 2024
- Full Text
- View/download PDF
15. Selective ROCK Inhibitor Enhances Blood Flow Recovery after Hindlimb Ischemia.
- Author
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Fayed, Hend Salah, Bakleh, Mouayad Zuheir, Ashraf, Jasni Viralippurath, Howarth, Alison, Ebner, Daniel, and Al Haj Zen, Ayman
- Subjects
- *
BLOOD flow , *SPECKLE interference , *ISCHEMIA , *HINDLIMB , *SPECKLE interferometry , *NEOVASCULARIZATION - Abstract
The impairment in microvascular network formation could delay the restoration of blood flow after acute limb ischemia. A high-content screen of a GSK-published kinase inhibitor library identified a set of ROCK inhibitor hits enhancing endothelial network formation. Subsequent kinase activity profiling against a panel of 224 protein kinases showed that two indazole-based ROCK inhibitor hits exhibited high selectivity for ROCK1 and ROCK2 isoforms compared to other ROCK inhibitors. One of the chemical entities, GSK429286, was selected for follow-up studies. We found that GSK429286 was ten times more potent in enhancing endothelial tube formation than Fasudil, a classic ROCK inhibitor. ROCK1 inhibition by RNAi phenocopied the angiogenic phenotype of the GSK429286 compound. Using an organotypic angiogenesis co-culture assay, we showed that GSK429286 formed a dense vascular network with thicker endothelial tubes. Next, mice received either vehicle or GSK429286 (10 mg/kg i.p.) for seven days after hindlimb ischemia induction. As assessed by laser speckle contrast imaging, GSK429286 potentiated blood flow recovery after ischemia induction. At the histological level, we found that GSK429286 significantly increased the size of new microvessels in the regenerating areas of ischemic muscles compared with vehicle-treated ones. Our findings reveal that selective ROCK inhibitors have in vitro pro-angiogenic properties and therapeutic potential to restore blood flow in limb ischemia. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
16. Functional annotation map of natural compounds in traditional Chinese medicines library: TCMs with myocardial protection as a case.
- Author
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Xing, Xudong, Sun, Mengru, Guo, Zifan, Zhao, Yongjuan, Cai, Yuru, Zhou, Ping, Wang, Huiying, Gao, Wen, Li, Ping, and Yang, Hua
- Subjects
CHINESE medicine ,ANNOTATIONS ,RAPID tooling ,KNOWLEDGE base ,DATA mining - Abstract
The chemical complexity of traditional Chinese medicines (TCMs) makes the active and functional annotation of natural compounds challenging. Herein, we developed the TCMs-Compounds Functional Annotation platform (TCMs-CFA) for large-scale predicting active compounds with potential mechanisms from TCM complex system, without isolating and activity testing every single compound one by one. The platform was established based on the integration of TCMs knowledge base, chemome profiling, and high-content imaging. It mainly included: (1) selection of herbal drugs of target based on TCMs knowledge base; (2) chemome profiling of TCMs extract library by LC‒MS; (3) cytological profiling of TCMs extract library by high-content cell-based imaging; (4) active compounds discovery by combining each mass signal and multi-parametric cell phenotypes; (5) construction of functional annotation map for predicting the potential mechanisms of lead compounds. In this stud TCMs with myocardial protection were applied as a case study, and validated for the feasibility and utility of the platform. Seven frequently used herbal drugs (Ginseng , etc.) were screened from 100,000 TCMs formulas for myocardial protection and subsequently prepared as a library of 700 extracts. By using TCMs-CFA platform, 81 lead compounds, including 10 novel bioactive ones, were quickly identified by correlating 8089 mass signals with 170,100 cytological parameters from an extract library. The TCMs-CFA platform described a new evidence-led tool for the rapid discovery process by data mining strategies, which is valuable for novel lead compounds from TCMs. All computations are done through Python and are publicly available on GitHub. The TCMs-Compounds Functional Annotation Platform (TCMs-CFA) for large-scale predicting active compounds with potential mechanisms from TCM complex system, without isolating and activity testing every single compound one by one. [Display omitted] [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
17. Identification of Bacterial Metabolites Modulating Breast Cancer Cell Proliferation and Epithelial-Mesenchymal Transition.
- Author
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Ujlaki, Gyula, Kovács, Tünde, Vida, András, Kókai, Endre, Rauch, Boglára, Schwarcz, Szandra, Mikó, Edit, Janka, Eszter, Sipos, Adrienn, Hegedűs, Csaba, Uray, Karen, Nagy, Péter, and Bai, Peter
- Subjects
- *
BACTERIAL metabolites , *CANCER cell proliferation , *EPITHELIAL-mesenchymal transition , *BREAST cancer , *OXALIC acid , *GLYCOLIC acid , *ETHYLENE glycol - Abstract
Breast cancer patients are characterized by the oncobiotic transformation of multiple microbiome communities, including the gut microbiome. Oncobiotic transformation of the gut microbiome impairs the production of antineoplastic bacterial metabolites. The goal of this study was to identify bacterial metabolites with antineoplastic properties. We constructed a 30-member bacterial metabolite library and screened the library compounds for effects on cell proliferation and epithelial-mesenchymal transition. The metabolites were applied to 4T1 murine breast cancer cells in concentrations corresponding to the reference serum concentrations. However, yric acid, glycolic acid, d-mannitol, 2,3-butanediol, and trans-ferulic acid exerted cytostatic effects, and 3-hydroxyphenylacetic acid, 4-hydroxybenzoic acid, and vanillic acid exerted hyperproliferative effects. Furthermore, 3-hydroxyphenylacetic acid, 4-hydroxybenzoic acid, 2,3-butanediol, and hydrocinnamic acid inhibited epithelial-to-mesenchymal (EMT) transition. We identified redox sets among the metabolites (d-mannitol—d-mannose, 1-butanol—butyric acid, ethylene glycol—glycolic acid—oxalic acid), wherein only one partner within the set (d-mannitol, butyric acid, glycolic acid) possessed bioactivity in our system, suggesting that changes to the local redox potential may affect the bacterial secretome. Of the nine bioactive metabolites, 2,3-butanediol was the only compound with both cytostatic and anti-EMT properties. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
18. HCS-Splice: A High-Content Screening Method to Advance the Discovery of RNA Splicing-Modulating Therapeutics.
- Author
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Covello, Giuseppina, Siva, Kavitha, Adami, Valentina, and Denti, Michela Alessandra
- Subjects
- *
GENE expression , *ALTERNATIVE RNA splicing , *GENETIC testing , *NUCLEIC acids , *DRUG discovery , *RNA splicing - Abstract
Nucleic acid therapeutics have demonstrated an impressive acceleration in recent years. They work through multiple mechanisms of action, including the downregulation of gene expression and the modulation of RNA splicing. While several drugs based on the former mechanism have been approved, few target the latter, despite the promise of RNA splicing modulation. To improve our ability to discover novel RNA splicing-modulating therapies, we developed HCS-Splice, a robust cell-based High-Content Screening (HCS) assay. By implementing the use of a two-colour (GFP/RFP) fluorescent splicing reporter plasmid, we developed a versatile, effective, rapid, and robust high-throughput strategy for the identification of potent splicing-modulating molecules. The HCS-Splice strategy can also be used to functionally confirm splicing mutations in human genetic disorders or to screen drug candidates. As a proof-of-concept, we introduced a dementia-related splice-switching mutation in the Microtubule-Associated Protein Tau (MAPT) exon 10 splicing reporter. We applied HCS-Splice to the wild-type and mutant reporters and measured the functional change in exon 10 inclusion. To demonstrate the applicability of the method in cell-based drug discovery, HCS-Splice was used to evaluate the efficacy of an exon 10-targeting siRNA, which was able to restore the correct alternative splicing balance. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
19. Androgen Signaling Regulates SARS-CoV-2 Receptor Levels and Is Associated with Severe COVID-19 Symptoms in Men
- Author
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Samuel, Ryan M, Majd, Homa, Richter, Mikayla N, Ghazizadeh, Zaniar, Zekavat, Seyedeh Maryam, Navickas, Albertas, Ramirez, Jonathan T, Asgharian, Hosseinali, Simoneau, Camille R, Bonser, Luke R, Koh, Kyung Duk, Garcia-Knight, Miguel, Tassetto, Michel, Sunshine, Sara, Farahvashi, Sina, Kalantari, Ali, Liu, Wei, Andino, Raul, Zhao, Hongyu, Natarajan, Pradeep, Erle, David J, Ott, Melanie, Goodarzi, Hani, and Fattahi, Faranak
- Subjects
Biomedical and Clinical Sciences ,Clinical Sciences ,Lung ,Emerging Infectious Diseases ,Stem Cell Research ,Prevention ,Coronaviruses ,Cardiovascular ,Infectious Diseases ,Stem Cell Research - Embryonic - Human ,2.1 Biological and endogenous factors ,5.1 Pharmaceuticals ,Infection ,Good Health and Well Being ,Adult ,Androgen Antagonists ,Androgens ,Angiotensin-Converting Enzyme 2 ,Angiotensin-Converting Enzyme Inhibitors ,Animals ,Antiviral Agents ,COVID-19 ,Cells ,Cultured ,Chlorocebus aethiops ,Drug Evaluation ,Preclinical ,Female ,Humans ,Male ,Myocytes ,Cardiac ,Organoids ,Patient Acuity ,Receptors ,Coronavirus ,Risk Factors ,Sex Factors ,Signal Transduction ,Vero Cells ,COVID-19 Drug Treatment ,5-alpha reductase inhibitors ,ACE2 regulation ,COVID-19 risk factors ,COVID-19 sex bias ,SARS-CoV-2 infection model ,deep learning ,drug re-purposing ,hPSC-based disease modeling ,high content screening ,virtual drug screen ,Biological Sciences ,Medical and Health Sciences ,Developmental Biology ,Biological sciences ,Biomedical and clinical sciences - Abstract
SARS-CoV-2 infection has led to a global health crisis, and yet our understanding of the disease and potential treatment options remains limited. The infection occurs through binding of the virus with angiotensin converting enzyme 2 (ACE2) on the cell membrane. Here, we established a screening strategy to identify drugs that reduce ACE2 levels in human embryonic stem cell (hESC)-derived cardiac cells and lung organoids. Target analysis of hit compounds revealed androgen signaling as a key modulator of ACE2 levels. Treatment with antiandrogenic drugs reduced ACE2 expression and protected hESC-derived lung organoids against SARS-CoV-2 infection. Finally, clinical data on COVID-19 patients demonstrated that prostate diseases, which are linked to elevated androgen, are significant risk factors and that genetic variants that increase androgen levels are associated with higher disease severity. These findings offer insights on the mechanism of disproportionate disease susceptibility in men and identify antiandrogenic drugs as candidate therapeutics for COVID-19.
- Published
- 2020
20. A novel small compound TOIDC suppresses lipogenesis via SREBP1-dependent signaling to curb MAFLD
- Author
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Yaodi Shao, Zhi Yao, Junyi Zhou, Miao Yu, Suzhen Chen, Yanmei Yuan, Liu Han, Liqin Jiang, and Junli Liu
- Subjects
Metabolic-associated fatty liver disease ,High content screening ,Pharmacotherapy ,Sterol regulatory element-binding protein 1 ,De novo lipogenesis ,Nutrition. Foods and food supply ,TX341-641 ,Nutritional diseases. Deficiency diseases ,RC620-627 - Abstract
Abstract Background Inhibition of hepatic lipogenesis is widely regarded as an effective treatment for metabolic-associated fatty liver disease (MAFLD), although numerous related drugs have failed to reach clinical application. The goal of this study is to identify a novel small compound that can effectively treat MAFLD. Methods Primary hepatocytes were first exposed to palmitic acid and oleic acid, then treated with compounds prior to high through screening for cellular lipid content. The efficacy of these compounds was measured by Nile Red staining and triglyceride analysis. The potential cellular toxicity caused by these compounds was evaluated by CCK8 assay. qPCR and Western blot were used to determine expression of RNAs and proteins, respectively. The compound was intraperitoneally injected into diet-induced obese (DIO) mice to examine its efficacy in vivo. Results We identified the dimethyl 1-methyl-2-thioxoindoline-3,3-dicarboxylate (TOIDC) as a powerful chemical to reduce cellular lipid with minimal cellular toxicity. When injected intraperitoneally, TOIDC effectively ameliorates MAFLD in DIO mice. Mechanically, TOIDC suppresses de novo lipogenesis through inhibiting sterol regulatory element-binding protein 1 (SREBP1). Conclusions Our findings indicate that TOIDC could be a promising lead compound to develop new drugs to treat MAFLD. Graphical Abstract
- Published
- 2022
- Full Text
- View/download PDF
21. Avobenzone, Guaiazulene and Tioxolone identified as potent autophagy inducers in a high-throughput image based screen for autophagy flux
- Author
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Surendra Kumar Prajapat, Chandru Subramani, Puja Sharma, Sudhanshu Vrati, and Manjula Kalia
- Subjects
fda drugs ,gfp-lc3-rfp ,high content screening ,microsource spectrum library ,mtor ,Cytology ,QH573-671 - Abstract
Autophagy is a conserved intracellular degradation pathway that is essential for maintaining cellular homeostasis. Given its critical role in several disease conditions, recent studies are focussed on identifying drugs/small molecules with autophagy modulating capacity for potential clinical applications. Here, we describe the development and characterisation of a quantitative image-based high content screening platform for autophagy flux measurements using the human melanoma A375 cell line that stably expresses the GFP-LC3-RFP probe. The GFP-LC3 is incorporated into autophagosomes, while RFP serves an internal control. The GFP/RFP fluorescence intensity ratio gives an accurate indication of autophagy induction (low ratio) vs blockage of autophagy flux (high ratio), and was validated with the autophagy inducer Torin1 and inhibitor Bafilomycin A1. This assay was used to screen the Spectrum collection library comprising of 2560 compounds, to identify autophagy modulators. In addition to known autophagy effectors, several novel autophagy inducers and inhibitors were identified in our study. Further three FDA approved drugs that are widely used in skin-care products: Avobenzone, Guaiazulene and Tioxolone, were validated as potent autophagy inducers that function in an mTOR independent manner. Abbreviations Baf, Bafilomycin A1; LC3, Microtubule-associated protein light chain 3; mTOR, mechanistic target of rapamycin.
- Published
- 2022
- Full Text
- View/download PDF
22. Artificial intelligence in imaging flow cytometry
- Author
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Paolo Pozzi, Alessia Candeo, Petra Paiè, Francesca Bragheri, and Andrea Bassi
- Subjects
cytometry ,imaging flow cytometry ,optofluidcs ,high content screening ,lab on a chip (LoC) ,Computer applications to medicine. Medical informatics ,R858-859.7 - Published
- 2023
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- View/download PDF
23. Weakly-Supervised Cell Classification for Effective High Content Screening
- Author
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Borowa, Adriana, Kruczek, Szczepan, Tabor, Jacek, Zieliǹski, Bartosz, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Groen, Derek, editor, de Mulatier, Clélia, editor, Paszynski, Maciej, editor, Krzhizhanovskaya, Valeria V., editor, Dongarra, Jack J., editor, and Sloot, Peter M. A., editor
- Published
- 2022
- Full Text
- View/download PDF
24. Modeling Progressive Fibrosis with Pluripotent Stem Cells Identifies an Anti-fibrotic Small Molecule
- Author
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Vijayaraj, Preethi, Minasyan, Aspram, Durra, Abdo, Karumbayaram, Saravanan, Mehrabi, Mehrsa, Aros, Cody J, Ahadome, Sarah D, Shia, David W, Chung, Katherine, Sandlin, Jenna M, Darmawan, Kelly F, Bhatt, Kush V, Manze, Chase C, Paul, Manash K, Wilkinson, Dan C, Yan, Weihong, Clark, Amander T, Rickabaugh, Tammy M, Wallace, W Dean, Graeber, Thomas G, Damoiseaux, Robert, and Gomperts, Brigitte N
- Subjects
Biological Sciences ,Regenerative Medicine ,Stem Cell Research ,Stem Cell Research - Induced Pluripotent Stem Cell ,Stem Cell Research - Induced Pluripotent Stem Cell - Human ,2.1 Biological and endogenous factors ,Animals ,Cell Line ,Cells ,Cultured ,Drug Discovery ,Female ,Humans ,Induced Pluripotent Stem Cells ,Male ,Mice ,Mice ,Inbred C57BL ,Pulmonary Fibrosis ,Small Molecule Libraries ,Transforming Growth Factor beta ,disease modeling ,drug discovery ,high content screening ,induced pluripotent stem cells ,organ fibrosis ,phenotypic drug screening ,progressive fibrosis ,Biochemistry and Cell Biology ,Medical Physiology ,Biological sciences - Abstract
Progressive organ fibrosis accounts for one-third of all deaths worldwide, yet preclinical models that mimic the complex, progressive nature of the disease are lacking, and hence, there are no curative therapies. Progressive fibrosis across organs shares common cellular and molecular pathways involving chronic injury, inflammation, and aberrant repair resulting in deposition of extracellular matrix, organ remodeling, and ultimately organ failure. We describe the generation and characterization of an in vitro progressive fibrosis model that uses cell types derived from induced pluripotent stem cells. Our model produces endogenous activated transforming growth factor β (TGF-β) and contains activated fibroblastic aggregates that progressively increase in size and stiffness with activation of known fibrotic molecular and cellular changes. We used this model as a phenotypic drug discovery platform for modulators of fibrosis. We validated this platform by identifying a compound that promotes resolution of fibrosis in in vivo and ex vivo models of ocular and lung fibrosis.
- Published
- 2019
25. Adipocyte-based high throughput screening for anti-obesity drug discovery: Current status and future perspectives
- Author
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Leo Tsui
- Subjects
Adipocytes ,High throughput screening ,High content screening ,Obesity ,Drug discovery ,Medicine (General) ,R5-920 ,Biotechnology ,TP248.13-248.65 - Abstract
Drug discovery for obesity treatment, particularly bodily slimming, is a topic of timely importance that requires continued investigation, as the current therapies have limited efficacy with many adverse effects. Obesity is associated with adipose tissue expansion, where the size and number of adipocytes increase. Over the past few decades, high-throughput/content screening (HTS/HCS) has been carried out on morphological changes in adipose tissues and adipocytes for the development of anti-obesity therapies. Increased understating of current adipocyte-based HTS/HCS technology will facilitate drug screening for obesity and weight control.
- Published
- 2022
- Full Text
- View/download PDF
26. Microstructured soft devices for the growth and analysis of populations of homogenous multicellular tumor spheroids.
- Author
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Tartagni, Ottavia, Borók, Alexandra, Mensà, Emanuela, Bonyár, Attila, Monti, Barbara, Hofkens, Johan, Porcelli, Anna Maria, and Zuccheri, Giampaolo
- Abstract
Multicellular tumor spheroids are rapidly emerging as an improved in vitro model with respect to more traditional 2D culturing. Microwell culturing is a simple and accessible method for generating a large number of uniformly sized spheroids, but commercially available systems often do not enable researchers to perform complete culturing and analysis pipelines and the mechanical properties of their culture environment are not commonly matching those of the target tissue. We herein report a simple method to obtain custom-designed self-built microwell arrays made of polydimethylsiloxane or agarose for uniform 3D cell structure generation. Such materials can provide an environment of tunable mechanical flexibility. We developed protocols to culture a variety of cancer and non-cancer cell lines in such devices and to perform molecular and imaging characterizations of the spheroid growth, viability, and response to pharmacological treatments. Hundreds of tumor spheroids grow (in scaffolded or scaffold-free conditions) at homogeneous rates and can be harvested at will. Microscopy imaging can be performed in situ during or at the end of the culture. Fluorescence (confocal) microscopy can be performed after in situ staining while retaining the geographic arrangement of spheroids in the plate wells. This platform can enable statistically robust investigations on cancer biology and screening of drug treatments. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
27. The cyclin G-associated kinase (GAK) inhibitor SGC-GAK-1 inhibits neurite outgrowth and synapse formation
- Author
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Jun Egawa, Reza K. Arta, Vance P. Lemmon, Melissa Muños-Barrero, Yan Shi, Michihiro Igarashi, and Toshiyuki Someya
- Subjects
Cyclin G-associated kinase (GAK) ,SGC-GAK-1 ,Primary neuron culture ,High content screening ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Protein kinases are responsible for protein phosphorylation and are involved in important signal transduction pathways; however, a considerable number of poorly characterized kinases may be involved in neuronal development. Here, we considered cyclin G-associated kinase (GAK) as a candidate regulator of neurite outgrowth and synaptogenesis by examining the effects of the selective GAK inhibitor SGC-GAK-1. SGC-GAK-1 treatment of cultured neurons reduced neurite length and decreased synapse number and phosphorylation of neurofilament 200-kDa subunits relative to the control. In addition, the related kinase inhibitor erlotinib, which has distinct specificity and potency from SGC-GAK-1, had no effect on neurite growth, unlike SGC-GAK-1. These results suggest that GAK may be physiologically involved in normal neuronal development, and that decreased GAK function and the resultant impaired neurite outgrowth and synaptogenesis may be related to neurodevelopmental disorders.
- Published
- 2022
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- View/download PDF
28. Cell painting transfer increases screening hit rate.
- Author
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Cohen, Ethan, Corbe, Maxime, Franco, Cláudio A., Vasconcelos, Francisca F., Perez, Franck, Nery, Elaine Del, Bollot, Guillaume, and Genovesio, Auguste
- Subjects
DRUG discovery ,DRUG target ,PHENOTYPES ,FRECHET spaces ,BIOLOGICAL assay - Abstract
Drug discovery uses high throughput screening to identify compounds that interact with a molecular target or that alter a phenotype favorably. The cautious selection of molecules used for such a screening is instrumental and is tightly related to the hit rate. In this work, we wondered if cell painting, a general-purpose image-based assay, could be used as an efficient proxy for compound selection, thus increasing the success rate of a specific assay. To this end, we considered cell painting images with 30,000 molecules treatments, and selected compounds that produced a visual effect close to the positive control of an assay, by using the Frechet Inception Distance. We then compared the hit rates of such a preselection with what was actually obtained in real screening campaigns. As a result, cell painting would have permitted a significant increase in the success rate and, even for one of the assays, would have allowed to reach 80% of the hits with 10 times fewer compounds to test. We conclude that images of a cell painting assay can be directly used for compound selection prior to screening, and we provide a simple quantitative approach in order to do so. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
29. A novel small compound TOIDC suppresses lipogenesis via SREBP1-dependent signaling to curb MAFLD.
- Author
-
Shao, Yaodi, Yao, Zhi, Zhou, Junyi, Yu, Miao, Chen, Suzhen, Yuan, Yanmei, Han, Liu, Jiang, Liqin, and Liu, Junli
- Subjects
LIPID metabolism ,RNA analysis ,ANALYSIS of triglycerides ,LIPID analysis ,OBESITY ,INDOLE compounds ,LIVER ,ANIMAL experimentation ,WESTERN immunoblotting ,NON-alcoholic fatty liver disease ,INTRAPERITONEAL injections ,CELLULAR signal transduction ,DNA-binding proteins ,ACYCLIC acids ,LIVER cells ,POLYMERASE chain reaction ,LIPIDS ,MICE ,CHEMICAL inhibitors - Abstract
Background: Inhibition of hepatic lipogenesis is widely regarded as an effective treatment for metabolic-associated fatty liver disease (MAFLD), although numerous related drugs have failed to reach clinical application. The goal of this study is to identify a novel small compound that can effectively treat MAFLD. Methods: Primary hepatocytes were first exposed to palmitic acid and oleic acid, then treated with compounds prior to high through screening for cellular lipid content. The efficacy of these compounds was measured by Nile Red staining and triglyceride analysis. The potential cellular toxicity caused by these compounds was evaluated by CCK8 assay. qPCR and Western blot were used to determine expression of RNAs and proteins, respectively. The compound was intraperitoneally injected into diet-induced obese (DIO) mice to examine its efficacy in vivo. Results: We identified the dimethyl 1-methyl-2-thioxoindoline-3,3-dicarboxylate (TOIDC) as a powerful chemical to reduce cellular lipid with minimal cellular toxicity. When injected intraperitoneally, TOIDC effectively ameliorates MAFLD in DIO mice. Mechanically, TOIDC suppresses de novo lipogenesis through inhibiting sterol regulatory element-binding protein 1 (SREBP1). Conclusions: Our findings indicate that TOIDC could be a promising lead compound to develop new drugs to treat MAFLD. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
30. Characterization of Foodborne Pathogens in Biofilms: A Four-Dimensional Structural Dynamics Approach Using HCS-CLSM.
- Author
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Canette A, Deschamps J, and Briandet R
- Subjects
- Food Microbiology methods, Imaging, Three-Dimensional methods, Foodborne Diseases microbiology, High-Throughput Screening Assays methods, Image Processing, Computer-Assisted methods, Biofilms growth & development, Microscopy, Confocal methods
- Abstract
The functional properties of biofilms are intimately related to their spatial architecture. Structural data are therefore of prime importance to dissect the complex social and survival strategies of biofilms and ultimately to improve their control. Confocal laser scanning microscopy (CLSM) is the most widespread microscopic tool to decipher biofilm structure, enabling noninvasive three-dimensional investigation of their dynamics down to the single-cell scale. The emergence of fully automated high content screening (HCS) systems, associated with large-scale image analysis, has radically amplified the flow of available biofilm structural data. In this contribution, we present a HCS-CLSM protocol used to analyze biofilm four-dimensional structural dynamics at high throughput. Meta-analysis of the quantitative variables extracted from HCS-CLSM will contribute to a better biological understanding of biofilm traits., (© 2025. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.)
- Published
- 2025
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- View/download PDF
31. High Content Screening Assay of Inhibitors of the Legionella Pneumophila Histone Methyltransferase RomA in Infected Cells.
- Author
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Barbachowska M, Harivel T, Nicchi S, Danckaert A, Ghazarian M, Chiaravalli J, Buchrieser C, Rolando M, and Arimondo PB
- Subjects
- Humans, High-Throughput Screening Assays, THP-1 Cells, Small Molecule Libraries pharmacology, Small Molecule Libraries chemistry, Anti-Bacterial Agents pharmacology, Anti-Bacterial Agents chemistry, Legionella pneumophila drug effects, Legionella pneumophila enzymology, Enzyme Inhibitors pharmacology, Enzyme Inhibitors chemistry, Histone Methyltransferases antagonists & inhibitors, Histone Methyltransferases metabolism
- Abstract
Resistance to anti-microbial agents is a world-wide health threat. Thus, there is an urgent need for new treatments. An alternative approach to disarm pathogens consists in developing drugs targeting epigenetic modifiers. Bacterial pathogens can manipulate epigenetic regulatory systems of the host to bypass defences to proliferate and survive. One example is Legionella pneumophila, a Gram-negative intracellular pathogen that targets host chromatin with a specific, secreted bacterial SET-domain methyltransferase named RomA. This histone methyltransferase specifically methylates H3 K14 during infection and is responsible for changing the host epigenetic landscape upon L. pneumophila infection. To inhibit RomA activity during infection, we developed a reliable high-content imaging screening assay, which we used to screen an in-house chemical library developed to inhibit DNA and histone methyltransferases. This assay was optimised using monocytic leukemic THP-1 cells differentiated into macrophages infected with L. pneumophila in a 96- or 384-well plate format using the Opera Phenix (Perkin Elmer) confocal microscope, combined with Columbus software for automated image acquisition and analysis. H3 K14 methylation was followed in infected, single cells and cytotoxicity was assessed in parallel. A first pilot screening of 477 compounds identified a potential starting point for inhibitors of H3 K14 methylation., (© 2024 Wiley-VCH GmbH.)
- Published
- 2024
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- View/download PDF
32. Lestaurtinib induces DNA damage that is related to estrogen receptor activation
- Author
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Masato Ooka, Shu Yang, Li Zhang, Kota Kojima, Ruili Huang, Kouji Hirota, Shunichi Takeda, and Menghang Xia
- Subjects
High content screening ,γH2AX ,DNA damage ,Estrogen receptor ,Lestaurtinib ,c-MYC expression ,Toxicology. Poisons ,RA1190-1270 - Abstract
A number of chemicals in the environment pose a threat to human health. Recent studies indicate estradiol induces DNA damage through the activation of the estrogen receptor alpha (ERα). Given that many environmental chemical compounds act like hormones once they enter the human body, it is possible that they induce DNA damage in the same way as estradiol, which is of great concern to females with the BRCA1 mutation. In this study, we developed an antibody-based high content method measuring γH2AX, a biomarker for DNA damage, to test a subset of 907 chemical compounds in MCF7 cells. The assay was optimized for a 1536 well plate format and had a satisfactory assay performance with Z-factor of 0.67. From the screening, we identified 128 compounds that induce γH2AX expression in the cells. These compounds were further examined for their γH2AX induction in the presence of an ER inhibitor, tamoxifen. After tamoxifen treatment, four compounds induced less γH2AX expression compared to those without tamoxifen treatment, suggesting these compounds induced γH2AX that is related to ERα activation. These four compounds were chosen for further studies to assess their ERα activating capability and c-MYC induction. Only lestaurtinib, a selective tyrosine kinase inhibitor, induced ERα activation, which was confirmed by both ERα beta-lactamase reporter gene assay and molecular docking analysis. Lestaurtinib also increased c-MYC expression, a target gene of ERα signaling, measured by the quantitative PCR method. This data suggests that lestaurtinib acts as a DNA damage inducer that is related to ERα activation.
- Published
- 2023
- Full Text
- View/download PDF
33. Cell painting transfer increases screening hit rate
- Author
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Ethan Cohen, Maxime Corbe, Cláudio A. Franco, Francisca F. Vasconcelos, Franck Perez, Elaine Del Nery, Guillaume Bollot, and Auguste Genovesio
- Subjects
high content screening ,transfer learning ,cell painting ,drug discovery ,Biology (General) ,QH301-705.5 ,Medical technology ,R855-855.5 - Abstract
Drug discovery uses high throughput screening to identify compounds that interact with a molecular target or that alter a phenotype favorably. The cautious selection of molecules used for such a screening is instrumental and is tightly related to the hit rate. In this work, we wondered if cell painting, a general-purpose image-based assay, could be used as an efficient proxy for compound selection, thus increasing the success rate of a specific assay. To this end, we considered cell painting images with 30,000 molecules treatments, and selected compounds that produced a visual effect close to the positive control of an assay, by using the Frechet Inception Distance. We then compared the hit rates of such a preselection with what was actually obtained in real screening campaigns. As a result, cell painting would have permitted a significant increase in the success rate and, even for one of the assays, would have allowed to reach 80% of the hits with 10 times fewer compounds to test. We conclude that images of a cell painting assay can be directly used for compound selection prior to screening, and we provide a simple quantitative approach in order to do so.
- Published
- 2023
- Full Text
- View/download PDF
34. PLK inhibitors identified by high content phenotypic screening promote maturation of human PSC-derived cardiomyocytes.
- Author
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Feng, Mengying, Tang, Yansong, Yao, Su, Zhang, Hongjie, Xu, Dachun, and Wei, Ke
- Subjects
- *
PLURIPOTENT stem cells , *NUCLEAR membranes , *CELL cycle , *CELLULAR signal transduction , *PHENOTYPES , *CELLULAR therapy - Abstract
Human pluripotent stem cells-derived cardiomyocytes (hPSC-CMs) provide an unlimited source of human cardiomyocytes for disease modeling, cell therapies, and other biomedical applications. However, hPSC-CMs remain developmentally immature which limits their suitability in translational applications. High Content Screening (HCS) is a powerful tool for identifying novel molecules and pathways regulating complex biological processes, but no HCS assay for hPSC-CM maturation has yet been reported. PCM1, a centriole satellite protein, is specifically restricted on nuclear envelope in mature cardiomyocytes. We developed a High Content Screen (HCS) based on PCM1 subcellular localization in hPSC-CMs to identify novel molecules promoting cardiomyocyte maturation, which identified 93 from 1693 compounds that enhance maturation of hPSC-CMs, including multiple PLK inhibitors. Volasertib and Centrinone, two PLK inhibitors, can enhance binucleation, and promote metabolic and electrophysiological maturation in hPSC-CMs. Furthermore, PI3K-AKT signaling pathway was found to be suppressed by PLK inhibitors, and VO-Ohpic, a PTEN inhibitor that activates AKT pathway, blunted the effect of PLK inhibitors on hPSC-CM maturation. In summary, our HCS assay found that PLK inhibitors can promote maturation of hPSC-CMs through suppressing AKT signaling pathway. [Display omitted] • Pericentriolar Material 1 (PCM1) specifically localizes on nuclear envelope in mature cardiomyocytes. • High content screen based on PCM1 localization identifies cell cycle inhibitors promoting hPSC-CM maturation. • PLK inhibitors promote hPSC-CM maturation via downregulating PI3K-AKT signaling pathway. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
35. mTORC2 Is the Major Second Layer Kinase Negatively Regulating FOXO3 Activity.
- Author
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Jimenez, Lucia, Amenabar, Carlos, Mayoral-Varo, Victor, Mackenzie, Thomas A., Ramos, Maria C., Silva, Andreia, Calissi, Giampaolo, Grenho, Inês, Blanco-Aparicio, Carmen, Pastor, Joaquin, Megías, Diego, Ferreira, Bibiana I., and Link, Wolfgang
- Subjects
- *
FORKHEAD transcription factors , *PROTEIN kinases , *TRANSCRIPTION factors , *POST-translational modification , *CELL nuclei ,AGE factors in cancer - Abstract
Forkhead box O (FOXO) proteins are transcription factors involved in cancer and aging and their pharmacological manipulation could be beneficial for the treatment of cancer and healthy aging. FOXO proteins are mainly regulated by post-translational modifications including phosphorylation, acetylation and ubiquitination. As these modifications are reversible, activation and inactivation of FOXO factors is attainable through pharmacological treatment. One major regulatory input of FOXO signaling is mediated by protein kinases. Here, we use specific inhibitors against different kinases including PI3K, mTOR, MEK and ALK, and other receptor tyrosine kinases (RTKs) to determine their effect on FOXO3 activity. While we show that inhibition of PI3K efficiently drives FOXO3 into the cell nucleus, the dual PI3K/mTOR inhibitors dactolisib and PI-103 induce nuclear FOXO translocation more potently than the PI3Kδ inhibitor idelalisib. Furthermore, specific inhibition of mTOR kinase activity affecting both mTORC1 and mTORC2 potently induced nuclear translocation of FOXO3, while rapamycin, which specifically inhibits the mTORC1, failed to affect FOXO3. Interestingly, inhibition of the MAPK pathway had no effect on the localization of FOXO3 and upstream RTK inhibition only weakly induced nuclear FOXO3. We also measured the effect of the test compounds on the phosphorylation status of AKT, FOXO3 and ERK, on FOXO-dependent transcriptional activity and on the subcellular localization of other FOXO isoforms. We conclude that mTORC2 is the most important second layer kinase negatively regulating FOXO activity. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
36. High Content Imaging Assays for IL-6-Induced STAT3 Pathway Activation in Head and Neck Cancer Cell Lines
- Author
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Johnston, Paul A, Sen, Malabika, Hua, Yun, Camarco, Daniel P, Shun, Tong Ying, Lazo, John S, and Grandis, Jennifer R
- Subjects
Biochemistry and Cell Biology ,Biological Sciences ,Biotechnology ,Cancer ,Genetics ,Rare Diseases ,Animals ,Cell Line ,Tumor ,Head and Neck Neoplasms ,High-Throughput Screening Assays ,Humans ,Image Processing ,Computer-Assisted ,Interleukin-6 ,Molecular Imaging ,Protein Binding ,STAT3 Transcription Factor ,Signal Transduction ,STAT3 pathway activation ,Head and neck cancer ,High content screening ,Imaging ,Image analysis ,Other Chemical Sciences ,Developmental Biology ,Biochemistry and cell biology ,Medicinal and biomolecular chemistry - Abstract
In the canonical STAT3 signaling pathway, IL-6 receptor engagement leads to the recruitment of latent STAT3 to the activated IL-6 complex and the associated Janus kinase (JAK) phosphorylates STAT3 at Y705. pSTAT3-Y705 dimers traffic into the nucleus and bind to specific DNA response elements in the promoters of target genes to regulate their transcription. However, IL-6 receptor activation induces the phosphorylation of both the Y705 and S727 residues of STAT3, and S727 phosphorylation is required to achieve maximal STAT3 transcriptional activity. STAT3 continuously shuttles between the nucleus and cytoplasm and maintains a prominent nuclear presence that is independent of Y705 phosphorylation. The constitutive nuclear entry of un-phosphorylated STAT3 (U-STAT3) drives expression of a second round of genes by a mechanism distinct from that used by pSTAT3-Y705 dimers. The abnormally elevated levels of U-STAT3 produced by the constitutive activation of pSTAT3-Y705 observed in many tumors drive the expression of an additional set of pSTAT3-independent genes that contribute to tumorigenesis. In this chapter, we describe the HCS assay methods to measure IL-6-induced STAT3 signaling pathway activation in head and neck tumor cell lines as revealed by the expression and subcellular distribution of pSTAT3-Y705, pSTAT3-S727, and U-STAT3. Only the larger dynamic range provided by the pSTAT3-Y705 antibody would be robust and reproducible enough for screening.
- Published
- 2018
37. Technique for Determining the Viability of Acanthamoeba Cysts Treated with a Cysticidal Agent Based on Membrane Integrity
- Author
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Nor Farah Azwani Che Mohamad, Nur Syakinah Nafisa Failei, Nurhidayana Mohd Rased, Azila Adnan, Ma Nyuk Ling, Hazlina Ahamad Zakeri, Eny Kusrini, and Fatimah Hashim
- Subjects
dithiothreitol ,fluorescence intensity ,high content screening ,keratitis ,propidium iodide ,Technology ,Technology (General) ,T1-995 - Abstract
This study presents a straightforward and reliable method for determining the viability of Acanthamoeba cysts. A standard method for determining Acanthamoeba cyst viability in an in vitro cytotoxicity analysis is required to ensure that the double-walled and sturdy cysts are affected by the substance tested. In this study, a new approach was used to determine the cysticidal potential of redox Cleland’s reagent, dithiothreitol (DTT), against Acanthamoeba cysts. This approach constitutes a significant breakthrough, as the cyst form of Acanthamoeba is known for its high resistance to various chemicals and drugs used to treat infections of the central nervous system and eyes caused by Acanthamoeba. Cyst viability was evaluated based on the intensity of the cyst population under fluorescence produced by propidium iodide (PI) dye and measured using an enzyme-linked immunosorbent assay (ELISA) reader at an absorbance of 636 nm. The results were validated using high-content screening (HCS). For analysis, an individual cell was imaged and examined for phenotypic changes in the Acanthamoeba cyst at the cyst population level. Fluorescence intensity of the cysts in each well in a 96-well plate was measured using Image J software. HCS is an automated technique that uses fluorescence microscopy to produce quantitative data.
- Published
- 2021
- Full Text
- View/download PDF
38. Identification of chemical composition in Gnetum montanum extract and plasma components after oral administration in cynomolgus monkey by UPLC-Q-TOF-MS and its anti-tumor active components analysis.
- Author
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Pan, Xianglong, Hou, Xiaotao, Zhang, Fan, Xie, Jinling, Wei, Wei, Du, Zhengcai, Deng, Jiagang, and Hao, Erwei
- Subjects
- *
KRA , *ORAL drug administration , *TIME-of-flight mass spectrometry , *COLON cancer , *LIVER cancer - Abstract
Gnetum montanum Markgr. (Gnetaceae) is a commonly used traditional herbal medicine among the Yao ethnic group, with potential effects in preventing and treating tumors. However, the substance basis of its anti-tumor properties remains unclear. This study utilized ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC–Q–TOF–MS) to identify the chemical components of G. montanum extract (GME) and its absorbed prototypes in cynomolgus monkey plasma after oral administration. A total of 57 compounds were detected in the GME, with 14 compounds in positive ion mode and 43 compounds in negative ion mode. In the cynomolgus monkey plasma, 17 compounds were identified, with 3 compounds in positive ion mode and 14 compounds in negative ion mode. Subsequently, we utilized high content screening technology to investigate the anti-tumor effects of GME on colon cancer, lung cancer, breast cancer, gastric cancer, liver cancer, and esophageal cancer. We found that the GME exhibited significant proliferation inhibition on colon cancer cells SW480, with an IC 50 value of 50.77 μg/mL. Further research using component separation and pharmacological tracking revealed that the F2 component of the GME demonstrated notable anti-tumor effects. Through UPLC-MS identification, the chemical components in the F2 fraction were identified as pinoresinol diglucoside, (+)-pinoresinol-4-O-beta-D-glucopyranoside, ursolic acid, and gnetol. In conclusion, this study contributes to elucidating the anti-tumor pharmacological basis of GME and provides robust support for future drug design and development. • Identifying the absorption prototype substance of cynomolgus monkey plasma in G. montanum extract. • The G. montanum extract exhibits a significant anti-tumor effect. • Screening active substances through component separation and pharmacological tracking. • Revealing the anti-tumor mechanism of G. montanum extract is of great significance. [ABSTRACT FROM AUTHOR]
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- 2024
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39. Preclinical Strategies for Testing of Targeted Radiosensitizers
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Lin, Steven H., Ye, Rui, Wang, Yifan, Teicher, Beverly A., Series Editor, Willers, Henning, editor, and Eke, Iris, editor
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- 2020
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40. The cyclin G-associated kinase (GAK) inhibitor SGC-GAK-1 inhibits neurite outgrowth and synapse formation.
- Author
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Egawa, Jun, Arta, Reza K., Lemmon, Vance P., Muños-Barrero, Melissa, Shi, Yan, Igarashi, Michihiro, and Someya, Toshiyuki
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SYNAPTOGENESIS ,CYCLINS ,PROTEIN kinases ,KINASE inhibitors ,CYCLIN-dependent kinases ,CYTOPLASMIC filaments - Abstract
Protein kinases are responsible for protein phosphorylation and are involved in important signal transduction pathways; however, a considerable number of poorly characterized kinases may be involved in neuronal development. Here, we considered cyclin G-associated kinase (GAK) as a candidate regulator of neurite outgrowth and synaptogenesis by examining the effects of the selective GAK inhibitor SGC-GAK-1. SGC-GAK-1 treatment of cultured neurons reduced neurite length and decreased synapse number and phosphorylation of neurofilament 200-kDa subunits relative to the control. In addition, the related kinase inhibitor erlotinib, which has distinct specificity and potency from SGC-GAK-1, had no effect on neurite growth, unlike SGC-GAK-1. These results suggest that GAK may be physiologically involved in normal neuronal development, and that decreased GAK function and the resultant impaired neurite outgrowth and synaptogenesis may be related to neurodevelopmental disorders. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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41. Imaging Techniques: Essential Tools for the Study of SARSCoV-2 Infection.
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Deroubaix, Aurélie and Kramvis, Anna
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COVID-19 ,VIRAL proteins ,COVID-19 pandemic ,PROTEIN-protein interactions ,FLUORESCENCE microscopy ,SARS-CoV-2 ,NEAR-field microscopy ,MICROSCOPY - Abstract
The world has seen the emergence of a new virus in 2019, SARS-CoV-2, causing the COVID-19 pandemic and millions of deaths worldwide. Microscopy can be much more informative than conventional detection methods such as RT-PCR. This review aims to present the up-to-date microscopy observations in patients, the in vitro studies of the virus and viral proteins and their interaction with their host, discuss the microscopy techniques for detection and study of SARS-CoV-2, and summarize the reagents used for SARSCoV-2 detection. From basic fluorescence microscopy to high resolution techniques and combined technologies, this article shows the power and the potential of microscopy techniques, especially in the field of virology. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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42. In Vitro High-Throughput Toxicological Assessment of Nanoplastics.
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Tolardo, Valentina, Magrì, Davide, Fumagalli, Francesco, Cassano, Domenico, Athanassiou, Athanassia, Fragouli, Despina, and Gioria, Sabrina
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- *
LASER ablation , *POLYCARBONATES , *FOOD chains , *CELL lines , *POISONS - Abstract
Sub-micrometer particles derived from the fragmentation of plastics in the environment can enter the food chain and reach humans, posing significant health risks. To date, there is a lack of adequate toxicological assessment of the effects of nanoplastics (NPs) in mammalian systems, particularly in humans. In this work, we evaluated the potential toxic effects of three different NPs in vitro: two NPs obtained by laser ablation (polycarbonate (PC) and polyethylene terephthalate (PET1)) and one (PET2) produced by nanoprecipitation. The physicochemical characterization of the NPs showed a smaller size, a larger size distribution, and a higher degree of surface oxidation for the particles produced by laser ablation. Toxicological evaluation performed on human cell line models (HePG2 and Caco-2) showed a higher toxic effect for the particles synthesized by laser ablation, with PC more toxic than PET. Interestingly, on differentiated Caco-2 cells, a conventional intestinal barrier model, none of the NPs produced toxic effects. This work wants to contribute to increase knowledge on the potential risks posed by NPs. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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43. The Activity of Plant-Derived Ren's Oligopeptides-1 against the Pseudorabies Virus.
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Xiao, Danmei, He, Yu, Xiao, Qin, Cai, Luxia, Wang, Haoqi, Reheman, Aikebaier, and Xiao, Ke
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AUJESZKY'S disease virus , *MOMORDICA charantia , *DRUG residues , *ANTIVIRAL agents , *MEAT , *HERPESVIRUS diseases , *ONIONS - Abstract
Simple Summary: Although artificial antiviral drugs can effectively inhibit the proliferation of viruses, these drugs not only have serious side effects, but also create drug-resistant virus strains and produce harmful drug residues. In comparison, natural antiviral compounds have many distinctive advantages. For example, natural compounds, in general, have a lower toxicity, lower price, and better antiviral effects. Nowadays, wide applications of natural antiviral compounds not only provide us with safe meat products, but also reduce the abuse of antibiotics, thus reducing the number of drug-resilient microbes and viruses. The purpose of this study was to demonstrate the antiviral activity of Ren's oligopeptides-1 against the pseudorabies virus (PRV). Ren's oligopeptides-1 is a plant-derived drug with an antiviral activity against herpesvirus. Ren's oligopeptides-1 contains ginger, garlic, onion, banana peel, and bitter melon. We discovered that the CC50 value of Ren's oligopeptides-1 was 15 mg/mL, while the EC50 value was 6 mg/mL. This indicated that the concentration of 6 mg/mL was optimal for inhibiting the replication of PRV. In this study, PRV was used to conduct in vitro experiments on PK15 cells to explore the antiviral effect of Ren's oligopeptides-1, which could become a promising feed additive. Newly synthesized Ren's oligopeptides-1 was found to have an antiviral effect in clinical trials, and the purpose of this study was to further demonstrate the antiviral activity of Ren's oligopeptides-1 against the PRV 152-GFP strain. We used the real-time cell analysis system (RTCA) to detect the cytotoxicity of different concentrations of Ren's oligopeptides-1. We then applied high content screening (HCS) to detect the antiviral activity of Ren's oligopeptides-1 against PRV. Meanwhile, the fluorescence signal of the virus was collected in real time and the expression levels of the related genes in the PK15 cells infected with PRV were detected using real-time PCR. At the mRNA level, we discovered that, at a concentration of 6 mg/mL, Ren's oligopeptides-1 reduced the expression of pseudorabies virus (PRV) genes such as IE180, UL18, UL54, and UL21 at a concentration of 6 mg/mL. We then determined that Ren's oligopeptides-1 has an EC50 value of 6 mg/mL, and at this level, no cytotoxicity was observed. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
44. Synthesis, and Anti-Tumor Evaluation of Some New Flurbiprofen Derivatives Against MCF-7 and WRL-68 Cell Lines
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Kasim S. Hmood, Ammar A. Razzak Mahmood Kubba, Redha I Al-bayati, and Abdulrahman M. Saleh
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thiosemicarbazide ,anticancer activity ,thiourea ,aryl isothiocyanate ,high content screening ,Pharmacy and materia medica ,RS1-441 - Abstract
A new series of flurbiprofen derivatives containing thiosemicarbazide moiety (3-7) was synthesized from flurbiprofen as parent nucleus by esterification, hydrazide formation, and heating with different aryl isothiocyanate substituents, respectively. Flurbiprofen was also treated with thiosemicarbazide in the presence POCl3 as a catalyst, to produce 1,3,4 -thiadiazole -2-amine (8). Treatment of (8) with different aryl isothiocyanates produced thiourea derivatives (9-12). Also, the reaction of (8) with different benzoyl chloride substituents produced benzamide compounds (13-15). Eventually , treatment of (8) with ethyl acetoacetate(EAA) produced [1,3,4]thiadiazolo[3,2-a]pyrimidin-7-one (16) .The new compounds were characterized by spectroscopic techniques :FTIR, 1HNMR, and CHNS analysis. A molecular docking study for the synthesized compounds (3-16), against the Vascular Endothelial Growth Factor receptor (VEGFR-2) was applied and it indicated that compounds 4,7,13, and 15,exhibited the optimum binding energy of -6.77, -6.12,-6.68, and -6.43 kcal/mol, respectively. Target compounds were also assessed for their in vitro anticancer effects in a cell-line study. All of the compounds tested showed the most plausible anticancer activity, compared to a positive control(Sorafenib), using in vitro MTT cytotoxic assay ,against human breast tumor (MCF-7), and normal WRL-68 cell line. The in vitro results revealed that compounds 4,5,10,11,13, and 15 exhibited the highest inhibitory activity at their IC50 concentrations, against MCF-7 cell lines, as follows (122.7,113.9,95,7. 109.1,40.32 and 112.29µg/mL, respectively. While their cytotoxic effect against normal WRL-68 cell line at their IC50 concentrations, as follow 210.2, 181.3 ,151.7,278.7,80.28, and 236 µg/mL, respectively, therefore, such compounds were considered more selective toward MCF-7 than normal WRL-68,and their selectivity index (SI): 1.71,1.59,1.59 ,2.55 ,1.99 , and 2.10,respectively . Among the synthesized compounds, the compound 15 was chosen to screen its effect in vitro through multi-parameter cytotoxic assay against MCF-7 breast cancer implemented in High Content Screening (ArrayScan XTI, Thermo Scientific),which could be taken in consideration as a starting point for the development of new anticancer drugs
- Published
- 2021
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45. High content drug screening for Fanconi anemia therapeutics
- Author
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Helena Montanuy, Cristina Camps-Fajol, Jordi Carreras-Puigvert, Maria Häggblad, Bo Lundgren, Miriam Aza-Carmona, Thomas Helleday, Jordi Minguillón, and Jordi Surrallés
- Subjects
Fanconi anemia ,High content screening ,Drug repositioning ,Cell-based assay ,Medicine - Abstract
Abstract Background Fanconi anemia is a rare disease clinically characterized by malformations, bone marrow failure and an increased risk of solid tumors and hematologic malignancies. The only therapies available are hematopoietic stem cell transplantation for bone marrow failure or leukemia, and surgical resection for solid tumors. Therefore, there is still an urgent need for new therapeutic options. With this aim, we developed a novel high-content cell-based screening assay to identify drugs with therapeutic potential in FA. Results A TALEN-mediated FANCA-deficient U2OS cell line was stably transfected with YFP-FANCD2 fusion protein. These cells were unable to form fluorescent foci or to monoubiquitinate endogenous or exogenous FANCD2 upon DNA damage and were more sensitive to mitomycin C when compared to the parental wild type counterpart. FANCA correction by retroviral infection restored the cell line’s ability to form FANCD2 foci and ubiquitinate FANCD2. The feasibility of this cell-based system was interrogated in a high content screening of 3802 compounds, including a Prestwick library of 1200 FDA-approved drugs. The potential hits identified were then individually tested for their ability to rescue FANCD2 foci and monoubiquitination, and chromosomal stability in the absence of FANCA. Conclusions While, unfortunately, none of the compounds tested were able to restore cellular FANCA-deficiency, our study shows the potential capacity to screen large compound libraries in the context of Fanconi anemia therapeutics in an optimized and cost-effective platform.
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- 2020
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46. KCML: a machine‐learning framework for inference of multi‐scale gene functions from genetic perturbation screens
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Heba Z Sailem, Jens Rittscher, and Lucas Pelkmans
- Subjects
cell morphology and microenvironment ,CRISPR and siRNA screening ,functional genomics ,high content screening ,olfactory receptors ,Biology (General) ,QH301-705.5 ,Medicine (General) ,R5-920 - Abstract
Abstract Characterising context‐dependent gene functions is crucial for understanding the genetic bases of health and disease. To date, inference of gene functions from large‐scale genetic perturbation screens is based on ad hoc analysis pipelines involving unsupervised clustering and functional enrichment. We present Knowledge‐ and Context‐driven Machine Learning (KCML), a framework that systematically predicts multiple context‐specific functions for a given gene based on the similarity of its perturbation phenotype to those with known function. As a proof of concept, we test KCML on three datasets describing phenotypes at the molecular, cellular and population levels and show that it outperforms traditional analysis pipelines. In particular, KCML identified an abnormal multicellular organisation phenotype associated with the depletion of olfactory receptors, and TGFβ and WNT signalling genes in colorectal cancer cells. We validate these predictions in colorectal cancer patients and show that olfactory receptors expression is predictive of worse patient outcomes. These results highlight KCML as a systematic framework for discovering novel scale‐crossing and context‐dependent gene functions. KCML is highly generalisable and applicable to various large‐scale genetic perturbation screens.
- Published
- 2020
- Full Text
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47. Understanding the Transformation, Speciation, and Hazard Potential of Copper Particles in a Model Septic Tank System Using Zebrafish to Monitor the Effluent
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Lin, Sijie, Taylor, Alicia A, Ji, Zhaoxia, Chang, Chong Hyun, Kinsinger, Nichola M, Ueng, William, Walker, Sharon L, and Nel, André E
- Subjects
Medical Biotechnology ,Engineering ,Biomedical and Clinical Sciences ,Animals ,Copper ,Metal Nanoparticles ,Microspheres ,Particle Size ,Sewage ,Waste Management ,Zebrafish ,copper particles ,transformation ,speciation ,wastewater treatment ,zebrafish ,high content screening ,Nanoscience & Nanotechnology - Abstract
Although copper-containing nanoparticles are used in commercial products such as fungicides and bactericides, we presently do not understand the environmental impact on other organisms that may be inadvertently exposed. In this study, we used the zebrafish embryo as a screening tool to study the potential impact of two nano Cu-based materials, CuPRO and Kocide, in comparison to nanosized and micron-sized Cu and CuO particles in their pristine form (0-10 ppm) as well as following their transformation in an experimental wastewater treatment system. This was accomplished by construction of a modeled domestic septic tank system from which effluents could be retrieved at different stages following particle introduction (10 ppm). The Cu speciation in the effluent was identified as nondissolvable inorganic Cu(H2PO2)2 and nondiffusible organic Cu by X-ray diffraction, inductively coupled plasma mass spectrometry (ICP-MS), diffusive gradients in thin-films (DGT), and Visual MINTEQ software. While the nanoscale materials, including the commercial particles, were clearly more potent (showing 50% hatching interference above 0.5 ppm) than the micron-scale particulates with no effect on hatching up to 10 ppm, the Cu released from the particles in the septic tank underwent transformation into nonbioavailable species that failed to interfere with the function of the zebrafish embryo hatching enzyme. Moreover, we demonstrate that the addition of humic acid, as an organic carbon component, could lead to a dose-dependent decrease in Cu toxicity in our high content zebrafish embryo screening assay. Thus, the use of zebrafish embryo screening, in combination with the effluents obtained from a modeled exposure environment, enables a bioassay approach to follow the change in the speciation and hazard potential of Cu particles instead of difficult-to-perform direct particle tracking.
- Published
- 2015
48. Methods to measure calcitonin receptor activity, up-regulated in cell stress, apoptosis and autophagy [version 1; peer review: 2 approved]
- Author
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Peter Wookey, Pragya Gupta, Lucas Bittencourt, Shane Cheung, David Hare, and Sebastian Furness
- Subjects
Method Article ,Articles ,cell stress ,autophagy ,apoptosis ,calcitonin receptor isoform ,antibody ,antibody conjugate ,high content screening ,quantitative PCR ,nanopore sequencing - Abstract
The expression of the calcitonin receptor (CT Receptor) is widespread throughout the life cycle of mammals and in many diseases, and in these contexts the functions of the common isoforms is largely unknown. The relatively recent development of anti-CT Receptor antibodies that bind separate epitopes on the CT a Receptor and CT b Receptor isoforms has advanced our knowledge and understanding of these events. CT Receptor at the protein level is upregulated in programmed cell death including apoptosis (as described in a previous publication) and autophagy, which is discussed in our upcoming, unpublished review. Incomplete data sets are cited in this review on the upregulation of CACLR (encoding CT Receptor) mRNA, in particular the insert-positive isoform (CT b Receptor), in response to cell stress. Cell stress is induced by growth in depleted foetal bovine serum (dFBS) or without FBS, both of which induce degrees of starvation and autophagy, or dFBS plus staurosporine, which induces apoptosis. Details of the methods deployed to generate these data are described here including measurement of the upregulation of CT b Receptor mRNA with qPCR and nanopore long range sequencing. An anti-CT Receptor antibody also known as CalRexin TM, which binds an epitope in the N-terminal domain, was conjugated to either fluorophore 568, which is accumulated into apoptotic cells as previously reported, or pHrodo Red, a pH dependent fluorescent dye, which is accumulated into autophagic and apoptotic cells. These conjugates are under development to image programmed cell death. The methods for conjugation and high content imaging on the Operetta platform are described. The high fluorescence intensity at low pH of CalRexin:pHrodo Red in both autophagic and apoptotic cells suggests localisation in autophago-lysosomes and lysosomes respectively. Overall, these observations and the methods that underpin them have contributed to our understanding of the widespread expression of CT Receptor isoforms.
- Published
- 2021
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- View/download PDF
49. Marine dissolved organic matter: a vast and unexplored molecular space.
- Author
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Catalá, Teresa S., Shorte, Spencer, and Dittmar, Thorsten
- Subjects
- *
ORGANIC compound content of seawater , *HIGH throughput screening (Drug development) , *NATURAL products , *BIOGEOCHEMICAL cycles , *SMALL molecules - Abstract
Marine dissolved organic matter (DOM) comprises a vast and unexplored molecular space. Most of it resided in the oceans for thousands of years. It is among the most diverse molecular mixtures known, consisting of millions of individual compounds. More than 1 Eg of this material exists on the planet. As such, it comprises a formidable source of natural products promising significant potential for new biotechnological purposes. Great emphasis has been placed on understanding the role of DOM in biogeochemical cycles and climate attenuation, its lifespan, interaction with microorganisms, as well as its molecular composition. Yet, probing DOM bioactivities is in its infancy, largely because it is technically challenging due to the chemical complexity of the material. It is of considerable interest to develop technologies capable to better discern DOM bioactivities. Modern screening technologies are opening new avenues allowing accelerated identification of bioactivities for small molecules from natural products. These methods diminish a priori the need for laborious chemical fractionation. We examine here the application of untargeted metabolomics and multiplexed high-throughput molecular-phenotypic screening techniques that are providing first insights on previously undetectable DOM bioactivities. Key points: • Marine DOM is a vast, unexplored biotechnological resource. • Untargeted bioscreening approaches are emerging for natural product screening. • Perspectives for developing bioscreening platforms for marine DOM are discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
50. Technique for Determining the Viability of Acanthamoeba Cysts Treated with a Cysticidal Agent Based on Membrane Integrity.
- Author
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Azwani Che Mohamad, Nor Farah, Nafisa Failei, Nur Syakinah, Rased, Nurhidayana Mohd, Adnan, Azila, Ling, Ma Nyuk, Zakeri, Hazlina Ahamad, Kusrini, Eny, and Hashim, Fatimah
- Subjects
ACANTHAMOEBA ,CENTRAL nervous system infections ,DITHIOTHREITOL ,FLUORESCENCE microscopy ,ENZYME-linked immunosorbent assay ,PHENOTYPIC plasticity ,DOUBLE walled carbon nanotubes - Abstract
This study presents a straightforward and reliable method for determining the viability of Acanthamoeba cysts. A standard method for determining Acanthamoeba cyst viability in an in vitro cytotoxicity analysis is required to ensure that the double-walled and sturdy cysts are affected by the substance tested. In this study, a new approach was used to determine the cysticidal potential of redox Cleland’s reagent, dithiothreitol (DTT), against Acanthamoeba cysts. This approach constitutes a significant breakthrough, as the cyst form of Acanthamoeba is known for its high resistance to various chemicals and drugs used to treat infections of the central nervous system and eyes caused by Acanthamoeba. Cyst viability was evaluated based on the intensity of the cyst population under fluorescence produced by propidium iodide (PI) dye and measured using an enzyme-linked immunosorbent assay (ELISA) reader at an absorbance of 636 nm. The results were validated using high-content screening (HCS). For analysis, an individual cell was imaged and examined for phenotypic changes in the Acanthamoeba cyst at the cyst population level. Fluorescence intensity of the cysts in each well in a 96-well plate was measured using Image J software. HCS is an automated technique that uses fluorescence microscopy to produce quantitative data. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
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