Research Roundup: CellInsight CX7

Week of 2026-W28 — curated scientific publications using the Thermo Scientific CellInsight CX7 high-content analysis platform. Plankton & Zoom does not host paywalled content; links point to publishers and open repositories.

Phenotypic profiling of small molecules using cell painting assay in HCT116 colorectal cancer cells

A 2024 PLOS One study that profiled small-molecule effects on HCT116 colorectal cancer cells using the Cell Painting assay. High-content images were acquired and analysed to generate phenotypic fingerprints, demonstrating how CellInsight-class systems support compound mode-of-action discovery in oncology.

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An automated high-content screening and assay platform for the analysis of spheroids at subcellular resolution

A 2024 PLOS One methods paper presenting an integrated platform for automated high-content screening of 3D tumour spheroids at subcellular resolution. The workflow combines confocal imaging with automated image analysis, relevant to labs running 3D phenotypic screens on CellInsight CX7 LZR systems.

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Cell-vision fusion: A Swin transformer-based approach for predicting kinase inhibitor mechanism of action from Cell Painting data

A 2024 open-access study that fuses Cell Painting image data with compound structural information via a Swin transformer to predict kinase-inhibitor mechanism of action. It showcases the analytical depth of Cell Painting datasets generated on high-content platforms such as the CellInsight CX7.

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Imaging-based high-content screening with clickable probes identifies XPB inhibitors

A 2025 Angewandte Chemie paper that uses image-based high-content screening with clickable chemical probes to discover inhibitors of the XPB helicase. The work illustrates how high-content platforms enable direct target-engagement readouts alongside morphological phenotyping in drug discovery.

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A high-content screen of FDA approved drugs to enhance CAR T cell function: ingenol-3-angelate improves B7-H3-CAR T cell activity by upregulating B7-H3 on the target cell surface via PKCα activation

A 2024 Journal of Experimental & Clinical Cancer Research study that screened FDA-approved drugs using high-content imaging to identify compounds that boost CAR T cell activity. The approach shows the value of high-content platforms in immuno-oncology target discovery and combination-therapy screening.

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High content image analysis of cellular responses of the murine J774A.1 cell line and primary human alveolar macrophages to an extended panel of pharmaceutical agents

A 2024 Pharmaceutical Research paper applying high-content image analysis to map macrophage responses to a broad panel of drugs. The study demonstrates multi-parametric phenotyping of primary and cell-line macrophages, a typical CellInsight CX7 use case in drug safety and immunology.

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Cell painting transfer increases screening hit rate

A 2024 Biological Imaging / Cambridge Core study showing that transferring Cell Painting phenotypic models between assays increases screening hit rates. The paper underlines how high-content platforms generate reusable morphological fingerprints that improve drug-discovery efficiency.

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Automated morphological profiling via deep learning-based segmentation for high-throughput phenotypic screening

A 2026 Journal of Imaging methods paper on automated morphological profiling with deep-learning segmentation for high-throughput phenotypic screens. The work aligns directly with CellInsight CX7 workflows where automated segmentation and feature extraction are central to HCA output.

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