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A High-content Imaging Workflow to Study Grb2 Signaling Complexes by Expression Cloning
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Sensor extended imaging workflow for creating fit for purpose models in basic and applied cell biology.

Julia Schueler1, Heikki Sjöman2, Carlo Kriesi2

  • 1Charles River Germany GmbH, Am Flughafen 12-14, 79111, Freiburg, Germany. julia.schueler@crl.com.

Communications Biology
|February 10, 2024
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Summary

Cell biology needs more complex models to predict drug efficacy. A new sensor-extended imaging workflow brings engineering practices to cell biology for better in vitro models.

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Area of Science:

  • Cell Biology
  • Biomedical Engineering
  • Drug Development

Background:

  • Engineering R&D has advanced, but cell biology research methods remain limited.
  • Current cell perturbation methods are primarily chemical, neglecting physiological relevance.
  • This limits the development of accurate in vitro models for predicting human drug responses.

Purpose of the Study:

  • To propose a novel approach for enhancing cell biology research methodologies.
  • To bridge the gap between current in vitro models and human physiological complexity.
  • To enable the development of more predictive and translational cell-based assays.

Main Methods:

  • Implementing an iterative process of perturbation, measurement, and feedback.
  • Utilizing a sensor-extended imaging workflow.
  • Applying product development principles to cell biology research.

Main Results:

  • Creation of a more physiologically relevant solution space for cell-based studies.
  • Facilitation of the development of fit-for-purpose in vitro cell models.
  • Improved potential for translational research and drug efficacy prediction.

Conclusions:

  • Adopting engineering workflows can significantly advance cell biology research.
  • Sensor-extended imaging offers a path toward more complex and predictive cell models.
  • This approach is crucial for developing truly translational in vitro models for drug discovery.