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The drug discovery process involves a high chance of encountering issues and experiencing failures, but there are also opportunities for improvement. In this whitepaper we cover four “fashionable models” that can solve critical challenges in drug discovery and issues that may arise when incorporating them into your process.

  • “Undruggables”: An undruggable target refers to a clinically meaningful therapeutic target that is either yet to be drugged or has been challenging to drug by traditional approaches.
  • Fashionable models: Include organoids and organ-on-chip (OoC) systems. They offer quality assurance on safety and efficacy of a therapeutic prior to it entering clinical trials and eliminate the need for animal testing.
  • Artificial intelligence, machine learning, and deep learning: AI, ML, and DL analyze vast datasets to expedite target identification, optimize lead compounds, predict drug interactions, and enhance clinical trial design.
  • Paint-by-cell: High-content image-based screening assays that employ predictive model systems to evaluate therapeutic candidates in terms of bioactivity, toxicity, and mechanisms of action.

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Curious about continuous biomanufacturing? Join the Cytiva project team vlog series as we document our proof of concept trial and provide insights to help you efficiently plan and execute your project .

Publish date: 29 September, 2020

Curious about continuous biomanufacturing? Join the Cytiva project team vlog series as we document our proof of concept trial and provide insights to help you efficiently plan and execute your project .

Publish date: 29 September, 2020

Curious about continuous biomanufacturing? Join the Cytiva project team vlog series as we document our proof of concept trial and provide insights to help you efficiently plan and execute your project .

Publish date: 29 September, 2020

Curious about continuous biomanufacturing? Join the Cytiva project team vlog series as we document our proof of concept trial and provide insights to help you efficiently plan and execute your project .

Publish date: 29 September, 2020

Curious about continuous biomanufacturing? Join the Cytiva project team vlog series as we document our proof of concept trial and provide insights to help you efficiently plan and execute your project .

Publish date: 29 September, 2020

Curious about continuous biomanufacturing? Join the Cytiva project team vlog series as we document our proof of concept trial and provide insights to help you efficiently plan and execute your project .

Publish date: 29 September, 2020

Curious about continuous biomanufacturing? Join the Cytiva project team vlog series as we document our proof of concept trial and provide insights to help you efficiently plan and execute your project .

Publish date: 29 September, 2020

Curious about continuous biomanufacturing? Join the Cytiva project team vlog series as we document our proof of concept trial and provide insights to help you efficiently plan and execute your project .

Publish date: 29 September, 2020

Curious about continuous biomanufacturing? Join the Cytiva project team vlog series as we document our proof of concept trial and provide insights to help you efficiently plan and execute your project .

Publish date: 29 September, 2020
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