Quantifying chemotherapeutic cytotoxicity in glial cells using AI-driven label-free cell analysis

23 May 2023

In this application note, Sartorius emphasizes the importance of understanding the complex response of tumor cells, particularly glioblastomas, to cytotoxic chemotherapeutic compounds in neuro-oncology research. The Incucyte® AI Cell Health Analysis Software Module accurately segments and classifies individual cells as live or dead using pre-trained neural networks. This approach enables effective assessment of cytotoxicity in glial cell types and facilitates screening of therapeutic candidates. Furthermore, the challenges in treating glioblastoma multiform (GBM) are discussed, including tumor localization, invasion, heterogeneity, and resistance to conventional therapies.

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Cell / Tissue CultureCell culture or tissue culture is used to study the biology of cells or tissues and to isolate cellular products in an environment which can be manipulated and well defined. Accurately control your culture environment with bioreactors or culture incubators, bind your cells to a surface or together with an extracellular matrix. Distinguish cell types with differential media or proliferate cells with certain characteristics using selective media. Enrich your media with supplements such as growth factors, sera and vitamins. Find the best cell and tissue culture products, kits and equipment in our peer-reviewed product directory: compare products, check customer reviews and receive pricing direct from manufacturers.Cell Lines Stem Cells and Primary CellsPrimary cell cultures, established cell lines and stem cells are vital for <i>in vitro</i> and <i>ex vivo</i> experimentation. High-quality cells, optimized for your applications, alongside optimized cell substrates, growth medium and supplements, are critical for experimental success. Explore a range of cells suitable for your applications, including isogenic cell lines, competent cells, induced pluripotent stem cell (iPSC)-derived cell lines, fungal/bacterial/mammalian cell lines, stem cells and cancer cell lines. Find the best cells for your research in our peer-reviewed product directory: compare products, check customer reviews and receive pricing direct from manufacturers.Flow Cytometry / Cell CountingFlow cytometers are used to count, sort and examine multiple characteristics of cells. Other cell analysis equipment includes image cytometers, cell counters, fluorescence-activated cell sorters (FACS), magnetic-activated cell sorters (MACS), and a range of flow cytometry assay kits. Flow cytometers can reveal information on cell viability, cell proliferation, apoptosis and cell cycle progression, as well as identify cell populations and intracellular or cell-surface molecules. Additionally, some flow cytometers, known as FACS, have an additional sorting function after analysis. Cell counters and image cytometers count live and dead cell populations and can also conduct cell proliferation assays. Find the best flow cytometers, cell counters and cell sorters in our peer-reviewed product directory: compare products, check customer reviews and receive pricing direct from manufacturers.Cell-Based AssaysCell-based assays are used to monitor the presence, quantity and activities of a desired cellular analyte including drug molecules or biomarkers. This can reveal information on cell health (apoptosis, cytotoxicity, viability and proliferation assays), cell metabolism, cell migration and cell signaling mechanisms. Find the best cell-based assay products, kits and equipment with our peer reviewed product directory: compare products, check customer reviews and receiving pricing direct from manufacturers.CytotoxicityCytotoxicity assays measure the toxic effects of substances on cells, often used in drug testing and environmental studies. These tests are crucial in determining the safety of chemicals and pharmaceutical compounds. Explore cytotoxicity testing tools in our peer-reviewed product directory; compare products, check reviews, and get pricing directly from manufacturers.Chemotherapy
Quantifying chemotherapeutic cytotoxicity in glial cells using AI-driven label-free cell analysis