ArticleAssay and drug development technologies2018
High-Content Screening Comparison of Cancer Drug Accumulation and Distribution in Two-Dimensional and Three-Dimensional Culture Models of Head and Neck Cancer.
Article in Assay and drug development technologies, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
22 citing papers in PubMed, 34 citations in OpenAlex.
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- Spatiotemporal analysis of ratiometric biosensors in live multicellular spheroids using SPoRTS.Cell reports methods · 2025Article
- Miniaturization and characterization of patient derived hepatocellular carcinoma tumor organoid cultures for cancer drug discovery applications.SLAS discovery : advancing life sciences R & D · 2025Article
- Cancer Stem Cells in Oral Squamous Cell Carcinoma: A Narrative Review on Experimental Characteristics and Methodological Challenges.Biomedicines · 2024Review
- In Vitro Models of Head and Neck Cancer: From Primitive to Most Advanced.Journal of personalized medicine · 2023Review
- Oral squamous cell carcinoma cancer stem cells have different drug sensitive to pharmacological NFκB and histone deacetylation inhibition.American journal of cancer research · 2023Article
- A Method for the In Vitro Cytotoxicity Assessment of Anti-cancer Compounds and Materials Using High Content Screening Analysis.Methods in molecular biology (Clifton, N.J.) · 2023Article
- Targeting Several Biologically Reported Targets of Glioblastoma Multiforme by Assaying 2D and 3D Cultured Cells.Cellular and molecular neurobiology · 2022Article
- RNA Sequencing and Cell Models of Virus-Associated Cancer (Review).Sovremennye tekhnologii v meditsine · 2022Review
- Modeling Prostate Cancer Treatment Responses in the Organoid Era: 3D Environment Impacts Drug Testing.Biomolecules · 2021Article
- Carboplatin response in preclinical models for ovarian cancer: comparison of 2D monolayers, spheroids, ex vivo tumors and in vivo models.Scientific reports · 2021Article
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- Factors to consider when interrogating 3D culture models with plate readers or automated microscopes.In vitro cellular & developmental biology. Animal · 2021Review
- Advanced Multi-Dimensional Cellular Models as Emerging Reality to ReproduceInternational journal of molecular sciences · 2021Review
- Head and Neck Cancer Stem Cell-Enriched Spheroid Model for Anticancer Compound Screening.Cells · 2020Article
- Uptake, distribution and radio-enhancement effects of gold nanoparticles in tumor microtissues.Nanoscale advances · 2020Article
- Pyrazine ring-based NaScientific reports · 2020Article
- Maximizing the Value of Cancer Drug Screening in Multicellular Tumor Spheroid Cultures: A Case Study in Five Head and Neck Squamous Cell Carcinoma Cell Lines.SLAS discovery : advancing life sciences R & D · 2020Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
High cancer drug development attrition rates have provoked considerable debate about whether the two-dimensional tumor growth inhibition high-throughput screening assays used in pre-clinical lead discovery adequately reflect solid tumor complexity. We used automated high-content screening image acquisition and analysis methods to compare fluorescent drug uptake, accumulation, and distribution in Cal33 and FaDu head and neck cancer (HNC) monolayer and multicellular tumor spheroid (MCTS) models. Ellipticine, idarubicin, daunorubicin, and doxorubicin were studied because of their fluorescent properties and broad anti-tumor activities. HNC MCTSs were generated in 384-well ultra-low attachment plates where compound exposure, image acquisition, and analysis could be performed in situ. Fluorescent drug accumulation in Cal33 monolayer and MCTS cultures was linear with respect to concentration, and appeared to achieve steady-state levels within 10-15 min of drug exposure, which were maintained through 30-45 min. Drug accumulation in monolayers was independent of cell number and/or density, and every cell achieved uniform drug concentrations. In MCTSs, however, drug accumulation increased as the number of cells and sizes of the MCTSs became bigger. Drugs exhibited restricted penetration and distribution gradients, accumulating preferentially in cells in the outer layers of MCTSs relative to those in the inner cores. Cal33 monolayers were 6-, 20-, 10-, and 16-fold more sensitive than MCTSs to growth inhibition by ellipticine, idarubicin, daunorubicin, and doxorubicin, respectively. In Cal33 MCTSs exposed to ellipticine or doxorubicin for 24 h, MCTSs were smaller and although they still exhibited drug penetration and distribution gradients, the fluorescent intensity difference between outer and inner cells was reduced. After a 24 h exposure, both drugs had penetrated throughout FaDu MCTSs, consistent with drug-induced death of peripheral cell layers enhancing drug penetration. The increased resistance of MCTS cultures and their ability to recapitulate drug penetration and distribution gradients argues strongly for the deployment of these more physiological models in cancer lead discovery. MCTSs have the potential to enhance the correlation between in vitro potencies and in vivo efficacy, and ultimately may lead to improved cancer drug approval rates.
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