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Home / Academic Researcher / Deep Genomics
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Deep Genomics

AI for genetic disease understanding and RNA drug design.

Snapshot of Deep Genomics
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Applies AI to model the effects of genetic mutations and design RNA-based therapeutics that modulate gene expression, specifically targeting untreatable genetic disorders.

PROS

  • + Integrated AI platform (AI Workbench) covers the entire drug discovery pipeline
  • + from target ID to molecule design.
  • + Uses BigRNA
  • + the world's first RNA foundation model
  • + for unique biological mechanism discovery.
  • + Ability to design programmable RNA therapies (SBOs) that can increase or decrease gene expression.
  • + Focuses on currently untreatable or complex genetic disorders.
  • + Combines deep learning expertise with molecular biology and clinical development.

CONS

  • - Pricing is custom enterprise
  • - making it inaccessible to individual researchers or small labs.
  • - Highly specialized focus on RNA therapeutics limits its application for other drug modalities.
  • - The complexity of the platform requires specialized expertise in AI
  • - genomics
  • - and drug development.
  • Identifying novel therapeutic targets for genetically defined diseases
  • Designing RNA-based therapeutic candidates like steric blocking oligonucleotides (SBOs)
  • Predicting the effect of genetic mutations on gene expression
  • Accelerating pre-clinical drug discovery for metabolic and neurological disorders
  • Utilizing RNA foundation models (BigRNA) to decode complex RNA biology

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